Table 1.

Top 15 important features. This table shows the top 15 features ranked by classification accuracy in five-feature subsets. The ranking shown here was obtained by averaging the results for the RF and LR classifiers

Ravel et al. Nugent	Srinivasan et al. Nugent	Srinivasan et al. Amsel
Prevotella	Gardnerella vaginalis	nugent
Dialister	pH	Gardnerella vaginalis
Gardnerella	Atopobium vaginae	Eggerthella sp. type 1
pH	clue	Atopobium vaginae
Megasphaera	Eggerthella sp. type 1	Leptotrichia.amnionii
Atopobium	Dialister micraerophilus	Dialister micraerophilus
Eggerthella	whiff	Prevotella timonensis
Sneathia	Lactobacillus crispatus	Dialister sp. type 2
Peptoniphilus	Aerococcus christensenii	Lactobacillus crispatus
Parvimonas	vag_fluid	Parvimonas micra
Ruminococcaceae 3	Dialister sp. type 2	Aerococcus christensenii
L. crispatus	Prevotella timonensis	BVAB2
Aerococcus	Parvimonas micra	Megasphaera sp. type 1
Ruminococcaceae Incertae Sedis	Leptotrichia amnionii	Sneathia sanguinegens
L. iners	Megasphaera sp. type 1	Lactobacillus iners